Synthetic Aperture Radar (SAR) for Ocean: A Review

被引:16
|
作者
Asiyabi, Reza Mohammadi [1 ]
Ghorbanian, Arsalan [2 ]
Tameh, Shaahin Nazarpour [3 ]
Amani, Meisam [4 ,5 ]
Jin, Shuanggen [4 ,6 ]
Mohammadzadeh, Ali [2 ]
机构
[1] Univ Politehn Bucuresti, Ctr Spatial Informat CEOSpaceTech, Bucharest 060042, Romania
[2] KN Toosi Univ Technol, Fac Geodesy & Geomat Engn, Dept Photogrammetry & Remote Sensing, Tehran 1996715433, Iran
[3] Univ Genoa, Dept Civil Chem & Environm Engn DICCA, I-16145 Genoa, Italy
[4] Henan Polytech Univ, Sch Surveying & Land Informat Engn, Jiaozuo 454000, Peoples R China
[5] WSP Environm & Infrastruct Canada Ltd, Ottawa, ON K2E 7L5, Canada
[6] Chinese Acad Sci, Shanghai Astron Observ, Shanghai 200030, Peoples R China
关键词
Ocean currents; ocean wave; ocean wind; oil spill; remote sensing; sea ice; sea level; ship detection; synthetic aperture radar (SAR); CONVOLUTIONAL NEURAL-NETWORK; MACHINE LEARNING APPROACH; SIGNIFICANT WAVE HEIGHT; BIG DATA APPLICATIONS; GOOGLE EARTH ENGINE; OIL-SPILL DETECTION; SEA-ICE DRIFT; POLARIMETRIC SAR; SENTINEL-1; SAR; WIND-SPEED;
D O I
10.1109/JSTARS.2023.3310363
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Oceans cover approximately 71% of the Earth's surface and provide numerous services to the environment and humans. Precise, real-time, and large-scale monitoring of the oceanographic parameters is essential for ocean conservation and understanding the interactions between oceans and the atmosphere. In this regard, synthetic aperture radar (SAR) systems, with unique capabilities (e.g., day-night and almost all-weather data acquisition), provide valuable datasets for ocean studies. Many studies have exploited the applications of SAR imagery for oceans and have proposed numerous methods to study oceanographic parameters. In this study, a brief introduction to SAR and the interaction between microwave signals and the ocean surface are initially provided. Then, the important spaceborne and airborne SAR systems for oceanographic applications are summarized. Subsequently, 12 different applications of SAR systems in the ocean are comprehensively discussed, and the advantages and disadvantages of SAR systems for ocean studies are extensively explored. Finally, the research trend on SAR applications in the ocean is provided by analyzing all the relevant papers published between 1973 and the end of December 2022, and the existing challenges are discussed for future studies.
引用
收藏
页码:9106 / 9138
页数:33
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